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RAG & Vector

Explore 127 open source projects in RAG & Vector

Showing 61-80 of 127 projects

rag-web-ui/rag-web-ui

RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.

2.8K
Stable
TypeScript
LLM Frameworks
RAG & Vector
React
#ai#langchain#ollama

HKUDS/VideoRAG

VideoRAG is a large-language-model-based system that enables chatting with long-form video content.

2.8K
Active
Python
LLM Frameworks
RAG & Vector
Python
#large-language-models#long-video-understanding#multi-modal-llms

pingcap/autoflow

A conversational knowledge base tool built with TiDB Serverless Vector Storage for AI-powered workflows.

2.7K
Active
TypeScript
RAG & Vector
Search-as-a-Service
React
#chatbot#knowledge-graph#serverless

GiovanniPasq/agentic-rag-for-dummies

A minimal Agentic RAG (Retrieval-Augmented Generation) agent built with LangGraph, for developers to learn RAG quickly.

2.6K
Active
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#agent#agentic-ai#langchain

devflowinc/trieve

All-in-one platform for search, recommendations, RAG, and analytics offered via API for vibe coders

2.6K
Active
Rust
RAG & Vector
Search-as-a-Service
Rust
#search#recommendations#retrieval-augmented-generation

illuin-tech/colpali

Open-source library for training and running inference with ColVision models for vision-language retrieval and generation.

2.5K
Active
Python
LLM Frameworks
RAG & Vector
Python
#information-retrieval#vision-language-model#colpali

FeatureBaseDB/featurebase

FeatureBase is a fast analytical database built on bitmaps, perfect for ML and data-intensive applications.

2.5K
Archived
Go
Databases
RAG & Vector
Go
#database#analytics#machine-learning

mll-lab-nu/RAGEN

RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.

2.5K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#reinforcement-learning#llm#agents

modelscope/evalscope

A streamlined framework for efficient evaluation and performance benchmarking of large models like LLMs and VLMs.

2.5K
Active
Python
LLM Frameworks
Testing
Python
#evaluation#benchmarking#llm

athina-ai/rag-cookbooks

This repository provides advanced techniques and cookbooks for building Retrieval-Augmented Generation (RAG) systems.

2.5K
Experimental
Jupyter Notebook
RAG & Vector
RAG Frameworks
Jupyter Notebook
#ai#llms#rag

oceanbase/seekdb

AI-native database unifying vector, text, and structured data for hybrid search and in-database AI workflows.

2.4K
Active
C++
Vector Databases
Databases
C++
#vector-search#hybrid-search#database

Azure-Samples/graphrag-accelerator

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure for vibe coders.

2.4K
Experimental
Python
RAG & Vector
BaaS Platforms
Python
#knowledge-graph#rag#vector-databases

vectorize-io/hindsight

Hindsight is an agent-based memory system that aims to work like human memory, built for AI developers.

2.4K
Active
Python
Agents & Orchestration
RAG & Vector
Python
#agentic-ai#memory#agents

microsoft/PIKE-RAG

PIKE-RAG is a specialized knowledge extraction and reasoning framework for AI-powered applications.

2.4K
Stable
Python
RAG & Vector
RAG Frameworks
#knowledge-extraction#reasoning#industrial-ai

AkariAsai/self-rag

An original implementation of SELF-RAG, a technique for learning to retrieve, generate, and critique through self-reflection.

2.3K
Archived
Python
RAG & Vector
#self-reflection#retrieval#generation

microsoft/kernel-memory

A research project that provides a memory solution for users, teams, and applications.

2.1K
Stable
C#
LLM Frameworks
RAG & Vector
#indexing#llm#memory

vitali87/code-graph-rag

A powerful AI-driven tool to query, understand, and edit complex codebases across multiple languages in a monorepo.

2.0K
Active
Python
RAG & Vector
CLI Tools
Python
#monorepo#code-analysis#knowledge-graph

coleam00/mcp-crawl4ai-rag

A Python library for web crawling and RAG capabilities for AI agents and AI coding assistants.

2.0K
Experimental
Python
RAG & Vector
Agents & Orchestration
#web-crawling#rag#ai-coding-assistant

alexpinel/Dot

A developer-focused platform for text-to-speech, RAG, and LLMs, with local-first architecture.

1.9K
Archived
JavaScript
LLM Frameworks
RAG & Vector
React
#text-to-speech#rag#llm

netease-youdao/BCEmbedding

Open-source embedding and re-ranking models for Netease Youdao's RAG (Retrieval-Augmented Generation) products.

1.9K
Stable
Python
RAG & Vector
API Frameworks
Python
#embedding#re-ranking#retrieval-augmented-generation
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